Neural correlates of bow learning technique

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  • dc.contributor.author Blanco, Angel
  • dc.contributor.author Ramírez, Rafael,1966-
  • dc.date.accessioned 2019-12-19T09:08:51Z
  • dc.date.available 2019-12-19T09:08:51Z
  • dc.date.issued 2017
  • dc.description Comunicació presentada a: 10th International Workshop on Machine Learning and Music (MML), celebrat a Barcelona (Espanya), el 6 d'octubre de 2017.
  • dc.description.abstract In this work we want to study the process of learning a musical instrument through the use of audio descriptors and EEG. Twelve subjects participated in our experiment. Subjects were divided into two groups: a group of people who has never played the violin before (six subjects) and a group of experts (more than six years playing the violin). Participants were asked to perform a violin exercise during eighteen trials while the corresponding audio to each trial was recorded together with their EEG activity. Beginners showed significant differences between the beginning of the session and the end corresponding to an improve in the quality of the sound recorded while experts maintained their results. On the other hand, beginners showed more power in the High Beta frequency band (21-35Hz) than experts although the power values decreased during the session correlated with an improvement in the scores of the exercise.
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Blanco AD, Ramirez R. Neural correlates of bow learning technique. In: Ramírez R, Conklin D, Iñesta JM, editors. Proceedings of the 10th International Workshop on Machine Learning and Music (MML 2017); 2017 Oct 6; Barcelona, Spain. Barcelona: MML; 2017. p. 1-6.
  • dc.identifier.uri http://hdl.handle.net/10230/43209
  • dc.language.iso eng
  • dc.publisher Machine Learning and Music (MML)
  • dc.relation.ispartof Ramírez R, Conklin D, Iñesta JM, editors. Proceedings of the 10th International Workshop on Machine Learning and Music (MML 2017); 2017 Oct 6; Barcelona, Spain. Barcelona: MML; 2017.
  • dc.rights The Authors. CC BY-NC 4.0. Reconocimiento-No comercial 4.0 Internacional
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.rights.uri https://creativecommons.org/licenses/by-nc/4.0/
  • dc.subject.keyword EEG
  • dc.subject.keyword Learning
  • dc.subject.keyword Music
  • dc.title Neural correlates of bow learning technique
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/publishedVersion

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Congressos (Departament de Tecnologies de la Informació i les Comunicacions)